PyBench

This test profile reports the total time of the different average timed test results from PyBench. PyBench reports average test times for different functions such as BuiltinFunctionCalls and NestedForLoops, with this total result providing a rough estimate as to Python's average performance on a given system. This test profile runs PyBench each time for 20 rounds.

To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark pybench.

Project Site

svn.python.org

Test Created

6 December 2010

Last Updated

17 January 2019

Test Maintainer

Michael Larabel 

Test Type

System

Average Install Time

1 Second

Average Run Time

6 Minutes, 11 Seconds

Test Dependencies

Python

Accolades

200k+ Downloads + 5k+ Public Benchmark Results

Supported Platforms


Public Result Uploads *Reported Test Completions **Reported Installs **Test Profile Page Views ***OpenBenchmarking.orgEventsPyBench Popularity Statisticspts/pybench2010.122011.042011.082011.122012.042012.082012.122013.042013.082013.122014.042014.082014.122015.042015.082015.122016.042016.082016.122017.042017.082017.122018.042018.082018.122019.042019.082019.122020.042020.082020.122021.042021.082021.1216K32K48K64K80K
* Uploading of benchmark result data to OpenBenchmarking.org is always optional (opt-in) via the Phoronix Test Suite for users wishing to share their results publicly.
** Data based on those opting to upload their test results to OpenBenchmarking.org and users enabling the opt-in anonymous statistics reporting while running benchmarks from an Internet-connected platform.
*** Test profile page view reporting began March 2021.
Data current as of 1 December 2021.

Revision History

pts/pybench-1.1.3   [View Source]   Thu, 17 Jan 2019 10:20:52 GMT
Windows test profile update for latest Python.

pts/pybench-1.1.2   [View Source]   Wed, 07 Mar 2018 11:49:45 GMT
Explicitly use the default Python 3 path on Windows to avoid python2 being picked up which no longer works with this test code.

pts/pybench-1.1.1   [View Source]   Fri, 02 Mar 2018 15:28:39 GMT
Windows support was refreshingly easy...

pts/pybench-1.1.0   [View Source]   Sun, 18 Feb 2018 15:46:36 GMT
Update PyBench to a Python3 port

pts/pybench-1.0.1   [View Source]   Thu, 15 Feb 2018 15:07:12 GMT
Be explicit about python2, don't use generic python call as this test will break when python is python3.

pts/pybench-1.0.0   [View Source]   Mon, 06 Dec 2010 15:19:25 GMT
Initial import into OpenBenchmarking.org

Suites Using This Test

Server CPU Tests

Python

Single-Threaded

Programmer / Developer System Benchmarks


Performance Metrics

Analyze Test Configuration:

PyBench 2018-02-16

Total For Average Test Times

OpenBenchmarking.org metrics for this test profile configuration based on 20,352 public results since 18 February 2018 with the latest data as of 2 December 2021.

Below is an overview of the generalized performance for components where there is sufficient statistically significant data based upon user-uploaded results. It is important to keep in mind particularly in the Linux/open-source space there can be vastly different OS configurations, with this overview intended to offer just general guidance as to the performance expectations.

Component
Percentile Rank
# Compatible Public Results
Milliseconds (Average)
100th
15
530 +/- 1
100th
11
686 +/- 20
100th
31
695 +/- 76
100th
8
698 +/- 17
100th
4
724 +/- 8
99th
15
741 +/- 10
99th
54
751 +/- 101
99th
47
753 +/- 41
99th
3
770 +/- 6
99th
8
787 +/- 40
99th
3
787 +/- 10
99th
4
794 +/- 14
96th
7
843 +/- 5
96th
306
843 +/- 38
96th
4
847 +/- 4
96th
7
848 +/- 51
96th
5
853 +/- 91
96th
142
858
95th
17
861 +/- 102
91st
50
896 +/- 134
89th
9
907 +/- 14
88th
3
920 +/- 27
88th
4
923 +/- 26
87th
8
927 +/- 7
86th
18
944 +/- 33
86th
30
945 +/- 111
85th
6
950 +/- 57
85th
6
951 +/- 5
84th
25
959 +/- 130
83rd
6
968 +/- 1
82nd
10
985 +/- 11
82nd
71
997 +/- 125
82nd
21
1003 +/- 86
81st
18
1007 +/- 60
81st
4
1008 +/- 49
81st
16
1012 +/- 15
81st
63
1014 +/- 114
81st
14
1016 +/- 14
80th
18
1023 +/- 4
80th
8
1029 +/- 32
80th
10
1032 +/- 38
80th
22
1035 +/- 20
80th
5
1046 +/- 87
79th
3
1050 +/- 36
79th
1022
1053 +/- 117
78th
3
1061 +/- 6
77th
15
1068 +/- 14
77th
4
1071 +/- 134
77th
11
1073 +/- 33
76th
3
1079 +/- 82
Mid-Tier
75th
> 1081
75th
3
1090 +/- 83
75th
3
1094 +/- 40
75th
5
1099 +/- 26
74th
5
1104 +/- 25
74th
10
1111 +/- 152
74th
14
1113 +/- 27
74th
4
1115 +/- 85
74th
6
1120 +/- 107
74th
14
1122 +/- 22
74th
6
1131 +/- 20
73rd
8
1135 +/- 28
73rd
28
1139 +/- 2
71st
6
1154 +/- 23
71st
6
1158 +/- 26
70th
3
1162 +/- 1
67th
10
1176 +/- 25
66th
24
1178 +/- 12
66th
38
1178 +/- 123
66th
16
1179 +/- 13
66th
14
1180 +/- 25
65th
9
1189 +/- 40
65th
11
1191 +/- 16
65th
6
1194 +/- 53
65th
11
1194 +/- 19
65th
10
1199 +/- 146
65th
9
1201 +/- 24
65th
46
1203 +/- 72
65th
12
1205 +/- 35
65th
19
1206 +/- 2
65th
15
1211 +/- 28
65th
6
1212 +/- 23
64th
10
1213 +/- 180
64th
10
1222 +/- 31
64th
1007
1222 +/- 120
63rd
3
1223 +/- 2
63rd
16
1223 +/- 14
63rd
9
1223 +/- 20
63rd
22
1224 +/- 38
62nd
12
1229 +/- 16
61st
4
1240 +/- 24
61st
5
1241 +/- 141
61st
3
1245 +/- 143
60th
5
1251 +/- 128
60th
17
1251 +/- 46
59th
5
1256 +/- 30
59th
7
1256 +/- 14
59th
13
1258 +/- 122
58th
7
1276 +/- 64
58th
172
1280 +/- 93
58th
12
1291 +/- 2
57th
18
1297 +/- 163
57th
8
1317 +/- 13
57th
6
1319 +/- 26
56th
15
1323 +/- 131
56th
21
1330 +/- 7
56th
3
1333 +/- 198
56th
15
1336 +/- 37
55th
14
1344 +/- 64
55th
5
1347 +/- 51
55th
29
1348 +/- 33
55th
19
1351 +/- 197
54th
30
1369 +/- 190
54th
16
1409 +/- 73
54th
10
1411 +/- 189
54th
18
1411 +/- 32
53rd
4
1431 +/- 71
53rd
3
1460 +/- 73
53rd
17
1471 +/- 3
53rd
7
1476 +/- 102
53rd
9
1480 +/- 150
53rd
11
1482 +/- 207
52nd
159
1486 +/- 102
51st
5
1494 +/- 16
51st
4
1494 +/- 3
51st
7
1495 +/- 12
51st
3
1496 +/- 3
51st
4
1501 +/- 22
Median
50th
1511
50th
8
1517 +/- 191
49th
35
1535 +/- 178
49th
3
1537 +/- 184
49th
20
1540 +/- 208
49th
5
1540 +/- 122
49th
176
1546 +/- 145
49th
30
1555 +/- 221
48th
42
1594 +/- 216
47th
6
1608 +/- 63
47th
22
1617 +/- 209
47th
13
1618 +/- 227
47th
38
1640 +/- 187
47th
4
1686 +/- 186
46th
7
1715 +/- 173
46th
4
1729 +/- 204
46th
5
1743 +/- 124
46th
3
1748 +/- 52
46th
15
1751 +/- 259
44th
15
1761 +/- 36
44th
5
1790 +/- 74
44th
5
1810 +/- 87
44th
3
1825 +/- 16
44th
5
1830 +/- 78
44th
4
1848 +/- 5
44th
5
1861 +/- 215
41st
4
1935 +/- 9
41st
3
2003 +/- 106
41st
21
2003 +/- 220
41st
18
2029 +/- 256
40th
5
2058 +/- 142
40th
3
2068 +/- 274
40th
4
2076 +/- 272
40th
3
2081 +/- 268
40th
4
2149 +/- 4
38th
12
2211 +/- 5
38th
8
2293 +/- 236
38th
3
2360 +/- 152
38th
4
2364 +/- 302
38th
4
2369 +/- 312
38th
5
2402 +/- 183
38th
11
2405 +/- 194
38th
4
2445 +/- 353
36th
557
2509 +/- 8
34th
4
2519 +/- 349
33rd
21
2600 +/- 63
31st
973
2620 +/- 5
31st
10
2620 +/- 335
27th
430
2791 +/- 39
26th
9
2809 +/- 267
Low-Tier
25th
> 2814
25th
10
2830 +/- 48
19th
140
3225
18th
4
3515 +/- 231
18th
9
3534 +/- 11
17th
5
3606 +/- 371
17th
4
3789 +/- 369
16th
13
3928 +/- 367
16th
19
3995 +/- 483
16th
3
4025 +/- 426
15th
4
4565 +/- 35
14th
283
4615 +/- 30
13th
78
4853 +/- 636
13th
4
4953 +/- 40
12th
36
5131 +/- 385
12th
6
5185 +/- 262
12th
15
5194 +/- 493
11th
14
5566 +/- 199
11th
3
5622 +/- 498
10th
10
5984 +/- 442
10th
3
6132 +/- 680
10th
4
6280 +/- 12
10th
6
6614 +/- 747
9th
157
6676 +/- 83
9th
7
6761 +/- 167
9th
4
6931 +/- 302
9th
12
7044 +/- 712
8th
278
7327 +/- 4
8th
3
8008 +/- 122
7th
30
9148 +/- 1348
7th
139
10577
6th
3
12021 +/- 570
3rd
139
18183
2nd
59
20726 +/- 2999
2nd
4
21016 +/- 2883
OpenBenchmarking.orgDistribution Of Public Results - Total For Average Test Times20236 Results Range From 462 To 1733771 Milliseconds462351296979610446313913017379720846424313127779831246534713238179941646645113348580052046755513458980162446865913569380272846976313679780383247086713790180493647197113810058051040472107513911098061144473117914012138071248474128314113178081352475138714214218091456476149114315258101560477159514416298111664478169914517338124K8K12K16K20K

Based on OpenBenchmarking.org data, the selected test / test configuration (PyBench 2018-02-16 - Total For Average Test Times) has an average run-time of 2 minutes. By default this test profile is set to run at least 3 times but may increase if the standard deviation exceeds pre-defined defaults or other calculations deem additional runs necessary for greater statistical accuracy of the result.

OpenBenchmarking.orgMinutesTime Required To Complete BenchmarkTotal For Average Test TimesRun-Time816243240Min: 1 / Avg: 2.12 / Max: 38

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.1%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsTotal For Average Test TimesDeviation246810Min: 0 / Avg: 0.11 / Max: 2

Does It Scale Well With Increasing Cores?

No, based on the automated analysis of the collected public benchmark data, this test / test settings does not generally scale well with increasing CPU core counts. Data based on publicly available results for this test / test settings, separated by vendor, result divided by the reference CPU clock speed, grouped by matching physical CPU core count, and normalized against the smallest core count tested from each vendor for each CPU having a sufficient number of test samples and statistically significant data.

AMDIntelOpenBenchmarking.orgRelative Core Scaling To BasePyBench CPU Core ScalingTotal For Average Test Times246812161820243248641281.12.23.34.45.5

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